Time-Series Prediction: Application to the Short-Term Electric Energy Demand

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Troncoso Lora, Alicia; Riquelme Santos, Jesús Manuel; Riquelme Santos, José Cristóbal; Gómez Expósito, Antonio; Martínez Ramos, José Luis;
(2003)
  • Subject: Artificial Intelligence (incl. Robotics) | Mathematical Logic and Formal Languages | Computation by Abstract Devices

This paper describes a time-series prediction method based on the kNN technique. The proposed methodology is applied to the 24-hour load forecasting problem. Also, based on recorded data, an alternative model is developed by means of a conventional dynamic regression te... View more
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